{ "cells": [ { "cell_type": "markdown", "id": "368c6635-673d-4f28-9a9a-d93591d22933", "metadata": {}, "source": [ "# Example 4: OSM PBF to SIR 3S SHP Import" ] }, { "cell_type": "markdown", "id": "9fdd7d03-6065-4de4-8a27-4094c61c1f6b", "metadata": {}, "source": [ "This example demonstrates how to convert OSM data into shape files for import into SIR 3S. The OSM data does not have to be obtained separately, but is created by the script. \n", "\n", "For this to work, however, you must download 'osmconvert.exe' from the OSM Wiki (https://wiki.openstreetmap.org/wiki/Osmconvert#Download)." ] }, { "cell_type": "code", "execution_count": 1, "id": "c66b85cf-7133-4362-8710-b99e3a68df2a", "metadata": { "tags": [] }, "outputs": [], "source": [ "osmconvert_path = r\"C:\\3S\\Sir3s\\osmconvert64-0.8.8p.exe\"" ] }, { "cell_type": "markdown", "id": "1492153b-12b6-4fed-ab88-2c5960100547", "metadata": {}, "source": [ "# PT3S Release" ] }, { "cell_type": "code", "execution_count": 2, "id": "62a058a2-523d-4f6c-ab1e-834fcd0522f0", "metadata": {}, "outputs": [], "source": [ "#pip install -q PT3S -U --no-deps" ] }, { "cell_type": "markdown", "id": "6b0b542f-d94d-4a56-9d71-cb712732fbef", "metadata": {}, "source": [ "# Necessary packages for this Example" ] }, { "cell_type": "raw", "id": "26e6f99c-b085-4b63-899d-54d0aa0732cb", "metadata": {}, "source": [ "When running this example for the first time on your machine, please execute the cell below. Afterward, you may need to restart the kernel (using the ‘fast-forward’ button)." ] }, { "cell_type": "code", "execution_count": 3, "id": "b8400cb2-e4c8-4242-a044-18d0116bcf8a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Note: you may need to restart the kernel to use updated packages.\n" ] } ], "source": [ "pip install -q osmnx Pillow" ] }, { "cell_type": "code", "execution_count": null, "id": "30e20f24-2c4d-47b4-9cbc-4eba8dcee916", "metadata": {}, "outputs": [], "source": [ "pip install -q pyrosm " ] }, { "cell_type": "markdown", "id": "aaacac9b-63cf-405e-9245-c23e04993dc5", "metadata": {}, "source": [ "# Input Data" ] }, { "cell_type": "markdown", "id": "58b9b57e-b9a7-4156-82ce-31c8414bdb75", "metadata": {}, "source": [ "Enter your coordinates here" ] }, { "cell_type": "code", "execution_count": 3, "id": "ca1e03a7-d8ce-47da-8e89-e74485709da3", "metadata": {}, "outputs": [], "source": [ "bbox = (50.32709, 11.99152, 50.31720, 12.01289) # (north, west, south, east)\n", "crs = 'EPSG:25832' # 'EPSG:4326' is the coordinate system in which the OSM file is created, you may want to change it\n", "filename = 'Example_region' # Name under which the file is saved" ] }, { "cell_type": "markdown", "id": "4c6f7962-40dd-403f-8f8d-c4e6a402b5d6", "metadata": {}, "source": [ "# Imports" ] }, { "cell_type": "code", "execution_count": 4, "id": "d25c79f7-1ef2-4bca-bd6d-6137ea251ffd", "metadata": {}, "outputs": [], "source": [ "import logging\n", "import sys\n", "import re\n", "import os\n", "import importlib\n", "import warnings\n", "import math\n", "\n", "import pandas as pd\n", "import geopandas\n", "import folium\n", "\n", "import pyrosm\n", "from pyrosm.data import sources\n", "\n", "from shapely import geometry, ops\n", "\n", "import matplotlib\n", "import matplotlib.pyplot as plt\n", "from matplotlib import cm\n", "from matplotlib.colors import ListedColormap\n", "import matplotlib.font_manager as font_manager\n", "\n", "import contextily as cx\n", "\n", "import numpy as np\n", "import shapely\n", "import osmnx as ox\n", "\n", "import sys\n", "import os\n", "import glob\n", "import re\n", "\n", "from xml.etree.ElementTree import ElementTree\n", "from xml.etree.ElementTree import Element\n", "from xml.etree.ElementTree import SubElement\n", "import xml.etree.ElementTree as ET\n", "\n", "from PIL import Image" ] }, { "cell_type": "markdown", "id": "afa1f275-540b-4511-b703-9f84cd2d52b2", "metadata": {}, "source": [ "# Logging" ] }, { "cell_type": "code", "execution_count": null, "id": "264e085e-9fc5-4ca5-bd57-f443818e8c6c", "metadata": {}, "outputs": [], "source": [ "logger = logging.getLogger()\n", "\n", "if not logger.handlers:\n", " logFileName = r\"Example4.log\"\n", " loglevel = logging.DEBUG\n", "\n", " logging.basicConfig(\n", " filename=logFileName,\n", " filemode='w',\n", " level=loglevel,\n", " format=\"%(asctime)s ; %(name)-60s ; %(levelname)-7s ; %(message)s\"\n", " )\n", "\n", " fileHandler = logging.FileHandler(logFileName)\n", " logger.addHandler(fileHandler)\n", "\n", " consoleHandler = logging.StreamHandler()\n", " consoleHandler.setFormatter(logging.Formatter(\"%(levelname)-7s ; %(message)s\"))\n", " consoleHandler.setLevel(logging.INFO)\n", " logger.addHandler(consoleHandler)\n" ] }, { "cell_type": "markdown", "id": "5180815f-a101-455a-92f4-fc8af696d374", "metadata": {}, "source": [ "# Fetching OSM Data" ] }, { "cell_type": "code", "execution_count": 6, "id": "8a9965f8-09a9-4dc4-b4e8-eead245cf38f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data successfully retrieved and saved in Example_region.osm.\n" ] } ], "source": [ "import requests\n", "\n", "def fetch_osm_data(bbox, output_osm):\n", " \"\"\"\n", " Retrieves OSM data for the specified area and saves it in an .osm file.\n", "\n", " :param bbox: A tuple with the coordinates (north, west, south, east)\n", " :param output_osm: Path to the output file\n", " \"\"\"\n", " north, west, south, east = bbox\n", "\n", " # Check the coordinates for validity\n", " if not (north >= south and west <= east):\n", " raise ValueError(\"The bounding box coordinates are invalid. Make sure that north >= south and west <= east.\")\n", "\n", " # Define the Overpass API URL\n", " overpass_url = \"http://overpass-api.de/api/interpreter\"\n", "\n", " # Build the URL for the request\n", " query = f\"\"\"\n", " [out:xml];\n", " (\n", " node({south},{west},{north},{east});\n", " way({south},{west},{north},{east});\n", " relation({south},{west},{north},{east});\n", " );\n", " out body;\n", " \"\"\"\n", " \n", " # Execute the request\n", " try:\n", " response = requests.post(overpass_url, data={'data': query})\n", " response.raise_for_status() # If HTTP errors occur, an exception is thrown\n", " \n", " # Write the data to an .osm file\n", " with open(output_osm, 'wb') as f:\n", " f.write(response.content)\n", " print(f'Data successfully retrieved and saved in {output_osm}.')\n", " except requests.RequestException as e:\n", " print(f'Error in the request: {e}')\n", "\n", "osm_file = filename + '.osm' # Output file for .osm \n", "fetch_osm_data(bbox, osm_file)" ] }, { "cell_type": "code", "execution_count": 7, "id": "94a6595a-9a99-471a-8bd0-59337beb7a66", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Datei erfolgreich konvertiert: Example_region.pbf\n" ] } ], "source": [ "import subprocess\n", "\n", "def convert_osm_to_pbf(input_osm, output_pbf):\n", " \"\"\"\n", " Converts an OSM file into a PBF file with osmconvert.exe.\n", " \n", " :param input_osm: Path to the input OSM file\n", " :param output_pbf: Path to the output PBF file\n", " \"\"\"\n", " \n", " # Command to convert\n", " command = f'\"{osmconvert_path}\" {input_osm} -o={output_pbf}'\n", " \n", " try:\n", " # Execute the command\n", " subprocess.run(command, shell=True, check=True)\n", " print(f'Datei erfolgreich konvertiert: {output_pbf}')\n", " except subprocess.CalledProcessError as e:\n", " print(f'Fehler bei der Konvertierung: {e}')\n", "\n", "\n", "pbf_file = filename + '.pbf' \n", "convert_osm_to_pbf(osm_file, pbf_file)" ] }, { "cell_type": "code", "execution_count": 8, "id": "0f600653-d269-48fd-ad78-b91158c82f48", "metadata": {}, "outputs": [], "source": [ "osm = pyrosm.OSM(pbf_file)" ] }, { "cell_type": "markdown", "id": "d505b4e3-4780-4e66-b05e-3d5b28853cd4", "metadata": {}, "source": [ "# View .pbf file" ] }, { "cell_type": "code", "execution_count": 9, "id": "91fcdf10-a86a-4bea-b72e-833829f6ed05", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "buildings = osm.get_buildings()\n", "buildings.plot()" ] }, { "cell_type": "code", "execution_count": 10, "id": "789813f2-635b-468a-821d-2f4b0eda4298", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "drive_net = osm.get_network(network_type=\"driving\")\n", "drive_net.plot()" ] }, { "cell_type": "code", "execution_count": 11, "id": "30e0809d-2399-4465-92fb-9f3da0e0c9b6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "landuse = osm.get_landuse()\n", "landuse.plot(column='landuse', legend=True) " ] }, { "cell_type": "markdown", "id": "5d14d216-20ee-42c0-bd5b-1a2b95049c3d", "metadata": {}, "source": [ "# Determine and view topology" ] }, { "cell_type": "code", "execution_count": 12, "id": "1e137bdc-7cd4-4aea-816c-f9bcc4d66302", "metadata": {}, "outputs": [], "source": [ "nodes, edges = osm.get_network(nodes=True, network_type=\"driving\")" ] }, { "cell_type": "code", "execution_count": 13, "id": "ad994dd4-80b5-4dcf-bb06-cde827370b14", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = edges.plot(figsize=(6,6), color=\"gray\")\n", "ax = nodes.plot(ax=ax, color=\"red\", markersize=2.5)" ] }, { "cell_type": "code", "execution_count": 14, "id": "f96a0502-6271-446c-af9e-02447a33ed7e", "metadata": {}, "outputs": [], "source": [ "G = osm.to_graph(nodes, edges, graph_type=\"networkx\")" ] }, { "cell_type": "code", "execution_count": 15, "id": "703b78cd-3987-4f55-a92c-ef85e0e03af3", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ox.plot_graph(G)" ] }, { "cell_type": "code", "execution_count": 16, "id": "b705ee7f-0d4d-4056-a395-6085ea31152d", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\wolters\\AppData\\Local\\Temp\\ipykernel_39924\\950166968.py:1: FutureWarning: The `folium` module has been deprecated and will be removed in the v2.0.0 release. You can generate and explore interactive web maps of graph nodes, edges, and/or routes automatically using GeoPandas.GeoDataFrame.explore instead, for example like: `ox.graph_to_gdfs(G, nodes=False).explore()`. See the OSMnx examples gallery for complete details and demonstrations.\n", " ox.folium.plot_graph_folium(G)\n" ] }, { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ox.folium.plot_graph_folium(G)" ] }, { "cell_type": "markdown", "id": "ed66e14c-afa2-4700-b95f-a88c62754081", "metadata": {}, "source": [ "# Exports" ] }, { "cell_type": "markdown", "id": "100534b8-cb39-4cb7-b8d2-7b8a9bf4c0b7", "metadata": {}, "source": [ "## Change CRS" ] }, { "cell_type": "code", "execution_count": 17, "id": "3ffedb40-7986-40a3-b6c9-c216a5a07c14", "metadata": {}, "outputs": [], "source": [ "nodes = nodes.to_crs(crs)\n", "edges = edges.to_crs(crs)\n", "buildings = buildings.to_crs(crs)" ] }, { "cell_type": "markdown", "id": "97b5bde8-06f0-4202-8ddb-0641bfe4aa59", "metadata": {}, "source": [ "## Column calculation" ] }, { "cell_type": "code", "execution_count": 18, "id": "88871b7b-fa5a-494b-90d3-4cd3334133f8", "metadata": {}, "outputs": [], "source": [ "nodes['NAME']=nodes['id'].astype('string')\n", "nodes['XKOR']=nodes.centroid.x\n", "nodes['YKOR']=nodes.centroid.y\n", "nodes['ZKOR']=0.\n", "nodes['BESCHREIBU']=''\n", "nodes['IDREFERENZ']=nodes['id']" ] }, { "cell_type": "code", "execution_count": 19, "id": "2a7b9e62-277a-4530-aac3-c6be13824c80", "metadata": {}, "outputs": [], "source": [ "if not nodes[nodes.NAME.duplicated()].empty:\n", " logger.error('mehrfache Knotennamen!')" ] }, { "cell_type": "code", "execution_count": 20, "id": "42824548-aec1-49a3-8dd9-9009a970983a", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "ERROR ; Laenge von Roh-Knotennamen >10!\n" ] } ], "source": [ "if max(nodes.NAME.str.len()) > 10:\n", " logger.error('Laenge von Roh-Knotennamen >10!')" ] }, { "cell_type": "code", "execution_count": 21, "id": "13cc1dd8-b7ad-4506-88c2-1adc8403eb3a", "metadata": {}, "outputs": [], "source": [ "edges['IDREFERENZ']=edges['id']\n", "edges['BESCHREIBU']=edges.apply(lambda row: \"OSM: Knoten {!s:s} -> Knoten {!s:s}; Länge: {:10.2f}\".format(row['u'],row['v'],row['length']),axis=1)\n", "edges['STRASSE']=edges.apply(lambda row: \"{!s:s}\".format(row['name']),axis=1)" ] }, { "cell_type": "code", "execution_count": 22, "id": "5eefdf81-7b8f-4d74-9a61-f9b28fb3b595", "metadata": {}, "outputs": [], "source": [ "buildings['IDREFERENZ']=buildings['id']\n", "buildings['BESCHREIBU']=buildings.apply(lambda row: \"{!s:s};{!s:s};{!s:s};{!s:s};{!s:s};{!s:s}\".format( row['addr:city']\n", " ,row['addr:postcode']\n", " ,row['addr:street']\n", " ,row['addr:housenumber']\n", " ,row['name']\n", " ,row['building']),axis=1)" ] }, { "cell_type": "code", "execution_count": 23, "id": "172f774a-4332-49fe-8454-7044a1331f72", "metadata": {}, "outputs": [], "source": [ "fwvb=buildings.copy(deep=True)" ] }, { "cell_type": "code", "execution_count": 24, "id": "6f58e446-e36c-4dea-adbd-a6606f93893b", "metadata": {}, "outputs": [], "source": [ "fwvb['W0']=fwvb.area" ] }, { "cell_type": "code", "execution_count": 25, "id": "74cc5209-bba2-4453-8a34-fb6ad60b3ebf", "metadata": {}, "outputs": [], "source": [ "fwvb.set_geometry(fwvb.centroid,inplace=True)" ] }, { "cell_type": "markdown", "id": "c3c55368-5268-478a-97b5-a542b591aee8", "metadata": {}, "source": [ "## Shape" ] }, { "cell_type": "markdown", "id": "bfaf0d4c-6575-4a03-958f-ff2376e414a0", "metadata": {}, "source": [ "### Choose columns and write Shape" ] }, { "cell_type": "code", "execution_count": 26, "id": "845eb01f-2132-404a-93d5-e91fa0eeb957", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('Example_region', '.pbf')" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pbf_file_head,ext=os.path.splitext(pbf_file)\n", "pbf_file_head,ext" ] }, { "cell_type": "code", "execution_count": 27, "id": "6ddcf3b5-575f-41c8-8bde-5fa902186adb", "metadata": {}, "outputs": [], "source": [ "# Shift RL\n", "xoff=2.\n", "yoff=0.\n", "zoff=0." ] }, { "cell_type": "code", "execution_count": 28, "id": "cb7f0614-2404-4ad0-b780-4626fb2ea869", "metadata": {}, "outputs": [], "source": [ "nodeColsShape=['NAME','IDREFERENZ','geometry']\n", "#nodes['NAME']=nodes['NAME'].apply(lambda x: 'V-'+x)\n", "nodes[nodeColsShape].to_file(\"{:s}Knoten.shp\".format(pbf_file_head))\n", "\n", "edgeColsShape=['BESCHREIBU','IDREFERENZ','STRASSE','geometry']\n", "edges[edgeColsShape].to_file(\"{:s}Kanten.shp\".format(pbf_file_head))\n", "\n", "buildingsColsShape=['BESCHREIBU','IDREFERENZ','geometry']\n", "buildings[buildingsColsShape].to_file(\"{:s}Gebaeude.shp\".format(pbf_file_head))\n", "\n", "fwvbColsShape=['BESCHREIBU','IDREFERENZ','W0','geometry']\n", "fwvb[fwvbColsShape].to_file(\"{:s}FWVB.shp\".format(pbf_file_head))\n", "\n", "#nodes['NAME']=nodes['NAME'].apply(lambda x: 'R-'+x[2:])\n", "nodes.set_geometry(nodes.geometry.translate(xoff=xoff,yoff=yoff,zoff=zoff))[nodeColsShape].to_file(\"{:s}KnotenRL.shp\".format(pbf_file_head))\n", "edges.set_geometry(edges.geometry.translate(xoff=xoff,yoff=yoff,zoff=zoff))[edgeColsShape].to_file(\"{:s}KantenRL.shp\".format(pbf_file_head)) \n", "\n", "#nodes['NAME']=nodes['NAME'].apply(lambda x: x[2:])" ] }, { "cell_type": "markdown", "id": "6c0e2a4c-b5c7-45ee-a9b4-ca807b85fd1a", "metadata": {}, "source": [ "### ImportDef" ] }, { "cell_type": "markdown", "id": "8077f3d5-9d9a-45f7-961d-ec4119b44e4d", "metadata": {}, "source": [ "#### Object types" ] }, { "cell_type": "code", "execution_count": 29, "id": "c5a158f8-5fb5-4eb5-bd9c-87040288622d", "metadata": {}, "outputs": [], "source": [ "root = Element('NewDataSet')" ] }, { "cell_type": "markdown", "id": "037f8954-b635-4d12-9bd5-b4a3481a5d51", "metadata": {}, "source": [ "##### Knots" ] }, { "cell_type": "code", "execution_count": 30, "id": "23dd4018-edcd-48ea-b68d-299ddfbf819d", "metadata": {}, "outputs": [], "source": [ "mT=SubElement(root,'MasterTable')\n", " \n", "c=SubElement(mT,'Enabled')\n", "c.text='true'\n", " \n", "c=SubElement(mT,'nEntities')\n", "rs,cs=nodes.shape \n", "c.text=\"{:d}\".format(rs)\n", " \n", "c=SubElement(mT,'ShapeName')\n", "shpName=\"{:s}Knoten\".format(pbf_file_head)\n", "c.text=shpName\n", " \n", "c=SubElement(mT,'GeometryType')\n", "c.text='Point' \n", " \n", "c=SubElement(mT,'Sir3STable')\n", "c.text='1' \n", " \n", "c=SubElement(mT,'Sir3STableName')\n", "c.text='KNOT' \n", " \n", "c=SubElement(mT,'KVR')\n", "c.text='1' \n", " \n", "c=SubElement(mT,'HAL')\n", "c.text='false' \n", " \n", "c=SubElement(mT,'Import')\n", "c.text='false' \n", " \n", "c=SubElement(mT,'Description')\n", "c.text=\"generiert\"" ] }, { "cell_type": "code", "execution_count": 31, "id": "41c4ac32-8122-48f2-b87e-fddfb76e8313", "metadata": {}, "outputs": [], "source": [ "mT=SubElement(root,'MasterTable')\n", " \n", "c=SubElement(mT,'Enabled')\n", "c.text='true'\n", " \n", "c=SubElement(mT,'nEntities')\n", "rs,cs=nodes.shape \n", "c.text=\"{:d}\".format(rs)\n", " \n", "c=SubElement(mT,'ShapeName')\n", "shpName=\"{:s}KnotenRL\".format(pbf_file_head)\n", "c.text=shpName\n", " \n", "c=SubElement(mT,'GeometryType')\n", "c.text='Point' \n", " \n", "c=SubElement(mT,'Sir3STable')\n", "c.text='1' \n", " \n", "c=SubElement(mT,'Sir3STableName')\n", "c.text='KNOT' \n", " \n", "c=SubElement(mT,'KVR')\n", "c.text='2' \n", " \n", "c=SubElement(mT,'HAL')\n", "c.text='false' \n", " \n", "c=SubElement(mT,'Import')\n", "c.text='false' \n", " \n", "c=SubElement(mT,'Description')\n", "c.text=\"generiert\"" ] }, { "cell_type": "markdown", "id": "3a208ebf-39bf-4cfc-9e97-25ead4cd7549", "metadata": {}, "source": [ "##### Edges" ] }, { "cell_type": "code", "execution_count": 32, "id": "29220de8-f1d3-4ada-b09e-6e5914a3cca9", "metadata": {}, "outputs": [], "source": [ "mT=SubElement(root,'MasterTable')\n", " \n", "c=SubElement(mT,'Enabled')\n", "c.text='true'\n", " \n", "c=SubElement(mT,'nEntities')\n", "rs,cs=edges.shape \n", "c.text=\"{:d}\".format(rs)\n", " \n", "c=SubElement(mT,'ShapeName')\n", "shpName=\"{:s}Kanten\".format(pbf_file_head)\n", "c.text=shpName\n", " \n", "c=SubElement(mT,'GeometryType')\n", "c.text='PolyLine' \n", " \n", "c=SubElement(mT,'Sir3STable')\n", "c.text='2' \n", " \n", "c=SubElement(mT,'Sir3STableName')\n", "c.text='ROHR' \n", " \n", "c=SubElement(mT,'KVR')\n", "c.text='1' \n", " \n", "c=SubElement(mT,'HAL')\n", "c.text='false' \n", " \n", "c=SubElement(mT,'Import')\n", "c.text='true' \n", " \n", "c=SubElement(mT,'Description')\n", "c.text=\"generiert\"" ] }, { "cell_type": "code", "execution_count": 33, "id": "d854d144-6ca4-4667-99c0-067442182028", "metadata": {}, "outputs": [], "source": [ "mT=SubElement(root,'MasterTable')\n", " \n", "c=SubElement(mT,'Enabled')\n", "c.text='true'\n", " \n", "c=SubElement(mT,'nEntities')\n", "rs,cs=edges.shape \n", "c.text=\"{:d}\".format(rs)\n", " \n", "c=SubElement(mT,'ShapeName')\n", "shpName=\"{:s}KantenRL\".format(pbf_file_head)\n", "c.text=shpName\n", " \n", "c=SubElement(mT,'GeometryType')\n", "c.text='PolyLine' \n", " \n", "c=SubElement(mT,'Sir3STable')\n", "c.text='2' \n", " \n", "c=SubElement(mT,'Sir3STableName')\n", "c.text='ROHR' \n", " \n", "c=SubElement(mT,'KVR')\n", "c.text='2' \n", " \n", "c=SubElement(mT,'HAL')\n", "c.text='false' \n", " \n", "c=SubElement(mT,'Import')\n", "c.text='true' \n", " \n", "c=SubElement(mT,'Description')\n", "c.text=\"generiert\"" ] }, { "cell_type": "markdown", "id": "e3ebc5be-e4f2-4505-bf96-e3edadac9cbc", "metadata": {}, "source": [ "##### Buildings" ] }, { "cell_type": "code", "execution_count": 34, "id": "d474284e-bb02-4c24-b087-b65a8ad9ff0e", "metadata": {}, "outputs": [], "source": [ "mT=SubElement(root,'MasterTable')\n", " \n", "c=SubElement(mT,'Enabled')\n", "c.text='true'\n", " \n", "c=SubElement(mT,'nEntities')\n", "rs,cs=buildings.shape \n", "c.text=\"{:d}\".format(rs)\n", " \n", "c=SubElement(mT,'ShapeName')\n", "shpName=\"{:s}Gebaeude\".format(pbf_file_head)\n", "c.text=shpName\n", " \n", "c=SubElement(mT,'GeometryType')\n", "c.text='Polygon' \n", " \n", "c=SubElement(mT,'Sir3STable')\n", "c.text='7' \n", " \n", "c=SubElement(mT,'Sir3STableName')\n", "c.text='PLYG' \n", " \n", "c=SubElement(mT,'KVR')\n", "c.text='0' \n", " \n", "c=SubElement(mT,'HAL')\n", "c.text='false' \n", " \n", "c=SubElement(mT,'Import')\n", "c.text='true' \n", " \n", "c=SubElement(mT,'Description')\n", "c.text=\"generiert\"" ] }, { "cell_type": "markdown", "id": "8d81ee6d-00ed-4c6d-b40f-af79db5445af", "metadata": {}, "source": [ "##### FWVB" ] }, { "cell_type": "code", "execution_count": 35, "id": "5e61ab12-8742-4246-b753-18c44c7027e2", "metadata": {}, "outputs": [], "source": [ "mT=SubElement(root,'MasterTable')\n", " \n", "c=SubElement(mT,'Enabled')\n", "c.text='true'\n", " \n", "c=SubElement(mT,'nEntities')\n", "rs,cs=fwvb.shape \n", "c.text=\"{:d}\".format(rs)\n", " \n", "c=SubElement(mT,'ShapeName')\n", "shpName=\"{:s}FWVB\".format(pbf_file_head)\n", "c.text=shpName\n", " \n", "c=SubElement(mT,'GeometryType')\n", "c.text='Point' \n", " \n", "c=SubElement(mT,'Sir3STable')\n", "c.text='5' \n", " \n", "c=SubElement(mT,'Sir3STableName')\n", "c.text='FWVB' \n", " \n", "c=SubElement(mT,'KVR')\n", "c.text='0' \n", " \n", "c=SubElement(mT,'HAL')\n", "c.text='false' \n", " \n", "c=SubElement(mT,'Import')\n", "c.text='true' \n", " \n", "c=SubElement(mT,'Description')\n", "c.text=\"generiert\"" ] }, { "cell_type": "markdown", "id": "b7ecbfaa-4a85-4530-8bcc-37689ea4b7fe", "metadata": {}, "source": [ "#### Attributes" ] }, { "cell_type": "markdown", "id": "7498e46d-9ba8-4515-a90c-a9113338db02", "metadata": {}, "source": [ "##### Knots" ] }, { "cell_type": "code", "execution_count": 36, "id": "280c8f32-cc88-4221-9862-9c4a480a61e8", "metadata": {}, "outputs": [], "source": [ "tagName=\"{:s}Knoten\".format(pbf_file_head)\n", "\n", "for col in nodeColsShape: \n", " if col == 'geometry':\n", " continue\n", " \n", " cD=SubElement(root,tagName)\n", " \n", " c=SubElement(cD,'ShapeName')\n", " c.text=col\n", " \n", " c2=SubElement(cD,'Sir3SName')\n", " if c.text in ['NAME','IDREFERENZ']:\n", " c2.text=c.text\n", " else:\n", " c2.text='NOT_SET' \n", " \n", " c2=SubElement(cD,'DataType')\n", " if c.text in ['NAME','IDREFERENZ']:\n", " c2.text='System.String'\n", " else:\n", " c2.text='System.Double' \n", " \n", " c3=SubElement(cD,'Description')\n", " c3.text=\"generiert\"" ] }, { "cell_type": "code", "execution_count": 37, "id": "a40efac1-05d2-4085-a26d-d3cc653a3a93", "metadata": {}, "outputs": [], "source": [ "tagName=\"{:s}KnotenRL\".format(pbf_file_head)\n", "\n", "for col in nodeColsShape: \n", " if col == 'geometry':\n", " continue\n", " \n", " cD=SubElement(root,tagName)\n", " \n", " c=SubElement(cD,'ShapeName')\n", " c.text=col\n", " \n", " c2=SubElement(cD,'Sir3SName')\n", " if c.text in ['NAME','IDREFERENZ']:\n", " c2.text=c.text\n", " else:\n", " c2.text='NOT_SET' \n", " \n", " c2=SubElement(cD,'DataType')\n", " if c.text in ['NAME','IDREFERENZ']:\n", " c2.text='System.String'\n", " else:\n", " c2.text='System.Double' \n", " \n", " c3=SubElement(cD,'Description')\n", " c3.text=\"generiert\"" ] }, { "cell_type": "markdown", "id": "5f687a99-b2a2-478e-8434-614cbb7e4fe9", "metadata": {}, "source": [ "##### Edges" ] }, { "cell_type": "code", "execution_count": 38, "id": "2b485d94-0c18-43e1-9f5f-8ba41b70dbc6", "metadata": {}, "outputs": [], "source": [ "tagName=\"{:s}Kanten\".format(pbf_file_head)\n", "\n", "for col in edgeColsShape: \n", " if col == 'geometry':\n", " continue\n", " \n", " cD=SubElement(root,tagName)\n", " \n", " c=SubElement(cD,'ShapeName')\n", " c.text=col\n", " \n", " c2=SubElement(cD,'Sir3SName')\n", " if c.text in ['IDREFERENZ','STRASSE']:\n", " c2.text=c.text\n", " elif c.text in ['BESCHREIBU']:\n", " c2.text='BESCHREIBUNG' \n", " else:\n", " c2.text='NOT_SET' \n", " \n", " c2=SubElement(cD,'DataType')\n", " if c.text in ['BESCHREIBU','IDREFERENZ','STRASSE']:\n", " c2.text='System.String'\n", " else:\n", " c2.text='System.Double' \n", " \n", " c3=SubElement(cD,'Description')\n", " c3.text=\"generiert\"" ] }, { "cell_type": "code", "execution_count": 39, "id": "07cb8348-5d9b-4c77-a557-82857e66b92d", "metadata": {}, "outputs": [], "source": [ "tagName=\"{:s}KantenRL\".format(pbf_file_head)\n", "\n", "for col in edgeColsShape: \n", " if col == 'geometry':\n", " continue\n", " \n", " cD=SubElement(root,tagName)\n", " \n", " c=SubElement(cD,'ShapeName')\n", " c.text=col\n", " \n", " c2=SubElement(cD,'Sir3SName')\n", " if c.text in ['IDREFERENZ','STRASSE']:\n", " c2.text=c.text\n", " elif c.text in ['BESCHREIBU']:\n", " c2.text='BESCHREIBUNG' \n", " else:\n", " c2.text='NOT_SET' \n", " \n", " c2=SubElement(cD,'DataType')\n", " if c.text in ['BESCHREIBU','IDREFERENZ','STRASSE']:\n", " c2.text='System.String'\n", " else:\n", " c2.text='System.Double' \n", " \n", " c3=SubElement(cD,'Description')\n", " c3.text=\"generiert\"" ] }, { "cell_type": "markdown", "id": "10cca0db-cf42-4947-8003-111666570416", "metadata": {}, "source": [ "##### Buildings" ] }, { "cell_type": "code", "execution_count": 40, "id": "000e9597-79a9-43e1-9d97-4bb413feb134", "metadata": {}, "outputs": [], "source": [ "tagName=\"{:s}Gebaeude\".format(pbf_file_head)\n", "\n", "\n", "for col in buildingsColsShape: \n", " if col == 'geometry':\n", " continue\n", " \n", " cD=SubElement(root,tagName)\n", " \n", " c=SubElement(cD,'ShapeName')\n", " c.text=col\n", " \n", " c2=SubElement(cD,'Sir3SName')\n", " if c.text in ['IDREFERENZ']:\n", " c2.text=c.text\n", " elif c.text in ['BESCHREIBU']:\n", " c2.text='BESCHREIBUNG' \n", " else:\n", " c2.text='NOT_SET' \n", " \n", " c2=SubElement(cD,'DataType')\n", " if c.text in ['IDREFERENZ']:\n", " c2.text='System.String'\n", " elif c.text in ['BESCHREIBU']:\n", " c2.text='System.String' \n", " else:\n", " c2.text='System.Double' \n", " \n", " c3=SubElement(cD,'Description')\n", " c3.text=\"generiert\"\n", "\n" ] }, { "cell_type": "markdown", "id": "2254deb6-90a2-4be2-bee9-78d0937fde8f", "metadata": {}, "source": [ "##### FWVB" ] }, { "cell_type": "code", "execution_count": 41, "id": "fce9cf17-6792-41fd-b610-27c4dda5bd4b", "metadata": {}, "outputs": [], "source": [ "tagName=\"{:s}FWVB\".format(pbf_file_head)\n", "\n", "for col in fwvbColsShape: \n", " if col == 'geometry':\n", " continue\n", " \n", " cD=SubElement(root,tagName)\n", " \n", " c=SubElement(cD,'ShapeName')\n", " c.text=col\n", " \n", " c2=SubElement(cD,'Sir3SName')\n", " if c.text in ['IDREFERENZ']:\n", " c2.text=c.text\n", " elif c.text in ['BESCHREIBU']:\n", " c2.text='BESCHREIBUNG' \n", " elif c.text in ['W0']:\n", " c2.text='POWER' \n", " else:\n", " c2.text='NOT_SET' \n", " \n", " c2=SubElement(cD,'DataType')\n", " if c.text in ['IDREFERENZ']:\n", " c2.text='System.String'\n", " elif c.text in ['BESCHREIBU']:\n", " c2.text='System.String' \n", " elif c.text in ['W0']:\n", " c2.text='System.Double' \n", " else:\n", " c2.text='System.Double' \n", " \n", " c3=SubElement(cD,'Description')\n", " c3.text=\"generiert\"" ] }, { "cell_type": "markdown", "id": "d57cf15b-dbe9-4db5-b105-8ca7b074aaae", "metadata": {}, "source": [ "#### Write ImportDef" ] }, { "cell_type": "code", "execution_count": 42, "id": "cd6bd843-9776-4378-a460-6d8df8dc86a1", "metadata": {}, "outputs": [], "source": [ "tree = ElementTree(root)\n", "\n", "ET.indent(tree,' ')\n", "\n", "with open(\"{:s}ShpImpDef.xml\".format(pbf_file_head),'wb') as f:\n", " tree.write(f, encoding='utf-8', xml_declaration=True)" ] }, { "cell_type": "code", "execution_count": null, "id": "fec403b4-c53d-4119-a1bd-2311f1258663", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.8" } }, "nbformat": 4, "nbformat_minor": 5 }